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Prompt Optimization Assistant

prompt-optimizer

affaan-m/everything-claude-code

Analyzes draft prompts, identifies intent and missing pieces, matches ECC components, and outputs a ready-to-use optimized prompt while explicitly advising against taking implementation actions.

Autonomous Autoresearch Loop

autoresearch-agent

alirezarezvani/claude-skills

Autoresearch Agent runs an autonomous optimization loop that edits a target file, invokes a provided evaluation command, keeps metric-improving commits, drops failures, and repeats indefinitely so engineers can optimize speed, bundle size, prompts, or other measurable goals overnight.

MCP Server Patterns

mcp-server-patterns

affaan-m/everything-claude-code

Guides building MCP servers with Node/TypeScript SDKs, covering registration of tools, resources, prompts, and choosing stdio or streaming HTTP transports, plus Zod validation and best practices.

Interactive ANY.RUN Malware Analysis

performing-dynamic-analysis-with-any-run

mukul975/Anthropic-Cybersecurity-Skills

Use the ANY.RUN cloud sandbox to perform interactive dynamic malware analysis, interact with prompts, capture process trees, network activity, and export IOCs plus ATT&CK mappings for team reporting.

Claude Plugin Builder

public-plugin-builder

davepoon/buildwithclaude

Guides users through a structured 23-step interview to design, generate, and deploy Claude plugins across claude.ai and Claude Code, handling activation prompts, platform quirks, and GitHub pushes.

Spawn Parallel Agents

alirezarezvani/claude-skills

Spawn N parallel subagents in isolated git worktrees to tackle the same session task concurrently, using optional templates with dispatch prompts for optimizer, refactorer, test-writer, or bug-fixer strategies.

Lobster Soul Forge

openclaw-persona-forge

affaan-m/everything-claude-code

Crafts complete OpenClaw lobster personas from scratch—guiding identity tension, boundary rules, names, and avatar prompts (with optional automated portraits) via guided choices or gacha randomness for fully voiced agents.

LLM Cost Optimizer

llm-cost-optimizer

alirezarezvani/claude-skills

LLM Cost Optimizer audits and redesigns LLM pipelines to cut API spend 40-80% without quality loss by routing workloads, caching prompts, controlling lengths, and monitoring token costs.

Prompt Governance Toolkit

prompt-governance

alirezarezvani/claude-skills

Helps teams treat prompts like production code by providing registry, eval, and governance workflows for versioning, testing, and promoting prompts safely across environments.

GAN Style App Harness

gan-style-harness

affaan-m/everything-claude-code

GAN-inspired Generator-Evaluator harness orchestrates planner, generator, and evaluator agents to turn single-line prompts into production-ready applications, iterating with structured sprints and Playwright-backed QA for uncompromising quality.

Product Sense Framework

product-sense-interview-answer

deanpeters/Product-Manager-Skills

Guide PM interview candidates through a six-part spoken structure—clarify, rationale, goal, segmentation, pain points, solution—to craft thoughtful product-sense answers for design, improve, or build-next prompts without jumping to solutions too early.

Meta Optimize Harness

wanshuiyin/Auto-claude-code-research-in-sleep

Analyzes ARIS usage logs to spot harness inefficiencies and recommend tweaks to SKILL.md prompts, defaults, and workflow ordering, guided by Meta-Harness principles for better outer-loop orchestration.

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